Blackbox AI vs Kilo Code vs CodeRabbit vs Fireworks AI

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Blackbox AI
vs
Competitor 1
Kilo Code
Competitor 2
CodeRabbit
Competitor 3
Fireworks AI
Compare
4 tools · best value per row highlighted
Your tool Blackbox AI
blackbox.ai
Blackbox AI is an inference platform built around privacy and speed.
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Competitor Kilo Code
kilocode.ai
Kilo Code is an open source AI agent Visual Studio (VS) Code extension that focuses on enhancing the efficiency of coding. The tool can generate code, automate tasks, and offer practical suggestions.
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Competitor CodeRabbit
coderabbit.ai
Automated code review that matters
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Competitor Fireworks AI
fireworks.ai
Production AI infrastructure
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Traffic estimated monthly website traffic
Monthly visits
1.5Mvisits/mo
1.9Kvisits/mo
1Mvisits/mo
713.6Kvisits/mo
MoM change
▼ 7.7%
▼ 42.3%
▼ 22.7%
▼ 21.1%
6-month growth
-73.6%
-94.4%
+50.4%
+62.9%
Global rank web
#24,905
#4,668,091
#38,145
#55,462
Avg. last 3 months
1.8M
10.5K
1.2M
743.7K
Bounce rate lower is better
41%
34%
49%
43%
Pages / visit
6.0
2.4
3.5
3.6
Visit duration
1m 59s
19s
1m 55s
2m 40s
Traffic sources
● Direct 92% · ● Referral 6%
—
● Direct 73% · ● Referral 24%
● Direct 91% · ● Referral 6%
Blackbox AIKilo CodeCodeRabbitFireworks AI
02.3M4.7M7M9.3MBlackbox AI · 9.3MBlackbox AI · 6.9MBlackbox AI · 5.2MBlackbox AI · 5.5MBlackbox AI · 5.6MBlackbox AI · 5.1MBlackbox AI · 3.9MBlackbox AI · 2.4MBlackbox AI · 1.6MBlackbox AI · 1.5MKilo Code · 744.7KKilo Code · 164KKilo Code · 48.6KKilo Code · 16KKilo Code · 33.5KKilo Code · 14.4KKilo Code · 10.5KKilo Code · 26.4KKilo Code · 3.2KKilo Code · 1.9KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MFireworks AI · 224.6KFireworks AI · 250KFireworks AI · 355.9KFireworks AI · 323.2KFireworks AI · 438.1KFireworks AI · 720.8KFireworks AI · 610.7KFireworks AI · 613.3KFireworks AI · 904KFireworks AI · 713.6K1K10K100K1M10MBlackbox AI · 9.3MBlackbox AI · 6.9MBlackbox AI · 5.2MBlackbox AI · 5.5MBlackbox AI · 5.6MBlackbox AI · 5.1MBlackbox AI · 3.9MBlackbox AI · 2.4MBlackbox AI · 1.6MBlackbox AI · 1.5MKilo Code · 744.7KKilo Code · 164KKilo Code · 48.6KKilo Code · 16KKilo Code · 33.5KKilo Code · 14.4KKilo Code · 10.5KKilo Code · 26.4KKilo Code · 3.2KKilo Code · 1.9KCodeRabbit · 442KCodeRabbit · 588.1KCodeRabbit · 711.7KCodeRabbit · 641.9KCodeRabbit · 681.8KCodeRabbit · 694.5KCodeRabbit · 869.9KCodeRabbit · 1.1MCodeRabbit · 1.3MCodeRabbit · 1MFireworks AI · 224.6KFireworks AI · 250KFireworks AI · 355.9KFireworks AI · 323.2KFireworks AI · 438.1KFireworks AI · 720.8KFireworks AI · 610.7KFireworks AI · 613.3KFireworks AI · 904KFireworks AI · 713.6KNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Freemium
Freemium
Freemium
Starting price
Free tier
$20per month · free tier available
$24per month
Free tier
Free tier
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Free trial
–
–
–
API access
–
–
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Plans
—
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Essentials $24/moTeam $48/moAdvanced $72/moEnterprise Custom
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
Capabilities input → output
Input
CodeText
CodeText
Code
CodeImagesText
Output
CodeText
Code
CodeText
CodeText
Skill level
Advanced
Advanced
Intermediate
Advanced
Categories
Development & CodeAI APIAI Coding Assistant
Development & CodeAI Coding Assistant
Development & CodeAI Code Review
Development & CodeAI APIAI Developer Tools
Tasks what each tool can do · 1 shared · core   partial
Tasks covered
3
5
8
7
Development
APIs
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Coding
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Code analysis
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Code reviews
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–
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Fine-Tuning
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GitHub pull requests
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Inference
–
–
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Code documentation
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–
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Code quality
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–
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Code security analysis
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–
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Code testing
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–
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Coding in VS Code
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–
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Developer tools
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Models
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LLM development
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Vs code
–
–
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
–
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Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.